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Few-Shot Class-Incremental Learning

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Showing 76–100 of 118 papers

TitleStatusHype
MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning—0
Few-Shot Class-Incremental Learning with Non-IID Decentralized Data—0
FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification—0
Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation—0
Image-Object-Specific Prompt Learning for Few-Shot Class-Incremental Learning—0
Incremental few-shot learning via vector quantization in deep embedded space—0
Inductive Graph Few-shot Class Incremental Learning—0
MASIL: Towards Maximum Separable Class Representation for Few Shot Class Incremental Learning—0
MEGA: Second-Order Gradient Alignment for Catastrophic Forgetting Mitigation in GFSCIL—0
Memorizing Complementation Network for Few-Shot Class-Incremental Learning—0
Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning—0
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning—0
On Distilling the Displacement Knowledge for Few-Shot Class-Incremental Learning—0
Prototypical quadruplet for few-shot class incremental learning—0
Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry—0
SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning—0
Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning—0
Semantic-visual Guided Transformer for Few-shot Class-incremental Learning—0
Singular Value Fine-tuning for Few-Shot Class-Incremental Learning—0
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning—0
Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces—0
TLCE: Transfer-Learning Based Classifier Ensembles for Few-Shot Class-Incremental Learning—0
Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation—0
Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning—0
Two-level Graph Network for Few-Shot Class-Incremental Learning—0
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